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An Experimental Assessment of People’s Location Efficiency Using Low-Energy Communications-Based Movement Tracking

(1) Background: public transport demand dynamics represents important information for fleet managers and is also a key factor in making public transport attractive to reduce the environmental footprint of urban traffic. This research presents some experimental results on the assessment of low-energy...

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Autor principal: Minea, Marius
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9696255/
https://www.ncbi.nlm.nih.gov/pubmed/36433620
http://dx.doi.org/10.3390/s22229025
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author Minea, Marius
author_facet Minea, Marius
author_sort Minea, Marius
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description (1) Background: public transport demand dynamics represents important information for fleet managers and is also a key factor in making public transport attractive to reduce the environmental footprint of urban traffic. This research presents some experimental results on the assessment of low-energy communication technologies, such as Wi-Fi and Bluetooth, as support for people density and/or movement tracking sensing technologies. (2) Methods: the research is based on field measurements to determine the percentage of discoverable devices carried by people, in relation to the total number of physical persons in interest, different scenarios of mobile devices usage and evaluation of influences on radio signals’ propagation, RSSI / RX read values, and efficiency of indoor localization, or in similar GPS-denied environments. Different situations are investigated, especially public transport-related ones, such as subway stations, indoors of commuting hubs, railway stations and trains. (3) Results: diagrams and experiments are presented, and models of signal behavior are also proposed. (4) Conclusions: recommendations on the efficiency of these non-conventional traveler and passenger flow tracking solutions and models are presented at the end of the paper.
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spelling pubmed-96962552022-11-26 An Experimental Assessment of People’s Location Efficiency Using Low-Energy Communications-Based Movement Tracking Minea, Marius Sensors (Basel) Article (1) Background: public transport demand dynamics represents important information for fleet managers and is also a key factor in making public transport attractive to reduce the environmental footprint of urban traffic. This research presents some experimental results on the assessment of low-energy communication technologies, such as Wi-Fi and Bluetooth, as support for people density and/or movement tracking sensing technologies. (2) Methods: the research is based on field measurements to determine the percentage of discoverable devices carried by people, in relation to the total number of physical persons in interest, different scenarios of mobile devices usage and evaluation of influences on radio signals’ propagation, RSSI / RX read values, and efficiency of indoor localization, or in similar GPS-denied environments. Different situations are investigated, especially public transport-related ones, such as subway stations, indoors of commuting hubs, railway stations and trains. (3) Results: diagrams and experiments are presented, and models of signal behavior are also proposed. (4) Conclusions: recommendations on the efficiency of these non-conventional traveler and passenger flow tracking solutions and models are presented at the end of the paper. MDPI 2022-11-21 /pmc/articles/PMC9696255/ /pubmed/36433620 http://dx.doi.org/10.3390/s22229025 Text en © 2022 by the author. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Minea, Marius
An Experimental Assessment of People’s Location Efficiency Using Low-Energy Communications-Based Movement Tracking
title An Experimental Assessment of People’s Location Efficiency Using Low-Energy Communications-Based Movement Tracking
title_full An Experimental Assessment of People’s Location Efficiency Using Low-Energy Communications-Based Movement Tracking
title_fullStr An Experimental Assessment of People’s Location Efficiency Using Low-Energy Communications-Based Movement Tracking
title_full_unstemmed An Experimental Assessment of People’s Location Efficiency Using Low-Energy Communications-Based Movement Tracking
title_short An Experimental Assessment of People’s Location Efficiency Using Low-Energy Communications-Based Movement Tracking
title_sort experimental assessment of people’s location efficiency using low-energy communications-based movement tracking
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9696255/
https://www.ncbi.nlm.nih.gov/pubmed/36433620
http://dx.doi.org/10.3390/s22229025
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